<?xml version="1.0" encoding="UTF-8"?>

<!--XBRL Document Created with the Workiva Platform-->
<!--Copyright 2026 Workiva-->
<!--r:01a154cb-5e80-7ba4-9424-cbb9fd60c11e,g:0877ec0b-f932-4259-9302-168a63177589-->
<link:linkbase xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.xbrl.org/2003/linkbase http://www.xbrl.org/2003/xbrl-linkbase-2003-12-31.xsd">
  <link:roleRef roleURI="http://www.trin.net/role/DocumentandEntityInformationDocument" xlink:type="simple" xlink:href="trn-20261019.xsd#DocumentandEntityInformationDocument"/>
  <link:presentationLink xlink:role="http://www.trin.net/role/DocumentandEntityInformationDocument" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_CoverAbstract"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_Security12bTitle_01a154cb-5e80-7ee4-bd44-f922bc3a6884" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_Security12bTitle"/>
    <link:presentationArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_Security12bTitle_01a154cb-5e80-7ee4-bd44-f922bc3a6884" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_DocumentType_01a154cb-5e80-789a-bf5d-72f25210f950" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_DocumentType"/>
    <link:presentationArc order="2" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_DocumentType_01a154cb-5e80-789a-bf5d-72f25210f950" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityIncorporationStateCountryCode_01a154cb-5e80-7a92-8fc4-fa1bcacc0e7c" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_EntityIncorporationStateCountryCode"/>
    <link:presentationArc order="3" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_EntityIncorporationStateCountryCode_01a154cb-5e80-7a92-8fc4-fa1bcacc0e7c" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityFileNumber_01a154cb-5e80-7b85-8743-ea2907782a68" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_EntityFileNumber"/>
    <link:presentationArc order="4" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_EntityFileNumber_01a154cb-5e80-7b85-8743-ea2907782a68" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityTaxIdentificationNumber_01a154cb-5e80-7e2c-abb1-7863a078fc49" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_EntityTaxIdentificationNumber"/>
    <link:presentationArc order="5" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_EntityTaxIdentificationNumber_01a154cb-5e80-7e2c-abb1-7863a078fc49" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressAddressLine1_01a154cb-5e80-7e49-afed-4cc5900e02ed" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_EntityAddressAddressLine1"/>
    <link:presentationArc order="6" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_EntityAddressAddressLine1_01a154cb-5e80-7e49-afed-4cc5900e02ed" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressCityOrTown_01a154cb-5e80-7e80-b570-17183690c870" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_EntityAddressCityOrTown"/>
    <link:presentationArc order="7" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_EntityAddressCityOrTown_01a154cb-5e80-7e80-b570-17183690c870" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressStateOrProvince_01a154cb-5e80-7ff8-b22a-b9689f3bcf01" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_EntityAddressStateOrProvince"/>
    <link:presentationArc order="8" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_EntityAddressStateOrProvince_01a154cb-5e80-7ff8-b22a-b9689f3bcf01" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressPostalZipCode_01a154cb-5e80-701c-bd05-9dbc60336d85" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_EntityAddressPostalZipCode"/>
    <link:presentationArc order="9" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_EntityAddressPostalZipCode_01a154cb-5e80-701c-bd05-9dbc60336d85" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_CityAreaCode_01a154cb-5e80-73e5-a06b-de60ad584460" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_CityAreaCode"/>
    <link:presentationArc order="10" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_CityAreaCode_01a154cb-5e80-73e5-a06b-de60ad584460" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_LocalPhoneNumber_01a154cb-5e80-77a2-9daa-1c90e649f42e" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_LocalPhoneNumber"/>
    <link:presentationArc order="11" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_LocalPhoneNumber_01a154cb-5e80-77a2-9daa-1c90e649f42e" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_WrittenCommunications_01a154cb-5e80-7592-82fd-f1a2a24e0656" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_WrittenCommunications"/>
    <link:presentationArc order="12" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_WrittenCommunications_01a154cb-5e80-7592-82fd-f1a2a24e0656" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_SolicitingMaterial_01a154cb-5e80-7351-b7bd-7afbcaa2348f" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_SolicitingMaterial"/>
    <link:presentationArc order="13" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_SolicitingMaterial_01a154cb-5e80-7351-b7bd-7afbcaa2348f" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_PreCommencementTenderOffer_01a154cb-5e80-7334-8736-4c633ebd9fdf" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_PreCommencementTenderOffer"/>
    <link:presentationArc order="14" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_PreCommencementTenderOffer_01a154cb-5e80-7334-8736-4c633ebd9fdf" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_PreCommencementIssuerTenderOffer_01a154cb-5e80-7624-bbd7-73ea90f52e3b" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_PreCommencementIssuerTenderOffer"/>
    <link:presentationArc order="15" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_PreCommencementIssuerTenderOffer_01a154cb-5e80-7624-bbd7-73ea90f52e3b" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityEmergingGrowthCompany_01a154cb-5e80-7afc-b0fd-972ceaf952e6" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_EntityEmergingGrowthCompany"/>
    <link:presentationArc order="16" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_EntityEmergingGrowthCompany_01a154cb-5e80-7afc-b0fd-972ceaf952e6" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityRegistrantName_01a154cb-5e80-7a39-bd97-f0e17dc57d76" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_EntityRegistrantName"/>
    <link:presentationArc order="17" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_EntityRegistrantName_01a154cb-5e80-7a39-bd97-f0e17dc57d76" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityCentralIndexKey_01a154cb-5e80-78ad-ae84-d7596df5277f" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_EntityCentralIndexKey"/>
    <link:presentationArc order="18" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_EntityCentralIndexKey_01a154cb-5e80-78ad-ae84-d7596df5277f" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_AmendmentFlag_01a154cb-5e80-7dfd-a481-5e0b226ab55c" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_AmendmentFlag"/>
    <link:presentationArc order="19" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_AmendmentFlag_01a154cb-5e80-7dfd-a481-5e0b226ab55c" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_TradingSymbol_01a154cb-5e80-7646-a72f-80a252c57171" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_TradingSymbol"/>
    <link:presentationArc order="20" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_TradingSymbol_01a154cb-5e80-7646-a72f-80a252c57171" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_SecurityExchangeName_01a154cb-5e80-7465-a7ab-9d84cbf3b73b" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_SecurityExchangeName"/>
    <link:presentationArc order="21" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_SecurityExchangeName_01a154cb-5e80-7465-a7ab-9d84cbf3b73b" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_DocumentPeriodEndDate_01a154cb-5e80-7a22-9a87-60f8cc7a924e" xlink:href="https://xbrl.sec.gov/dei/2026/dei-2026.xsd#dei_DocumentPeriodEndDate"/>
    <link:presentationArc order="22" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_01a154cb-5e80-78de-9eb6-6775334aab8d" xlink:to="loc_dei_DocumentPeriodEndDate_01a154cb-5e80-7a22-9a87-60f8cc7a924e" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
  </link:presentationLink>
</link:linkbase>
